企业创新研究现状及其脉络演进可视化分析

Visualization Analysis on the Research Status and Evolution of Enterprise Innovation

基于文献计量和社会网络分析对企业创新进行内容特征提取及网络演化的研究。以中国知网CSSCI数据库为数据源,采用关键词共现、社会网络分析等方法对样本文献进行挖掘。根据年度发表文献数量将其划分为阶段期刊发文量、关键词词频统计、关键词共现系数、关键词网络中心性等方面进行分析。论文发文量呈上升趋势,各阶段研究热点不同,网络结构特征明显,未来企业创新应在企业融资、企业创新能力投入与企业创新关系方面进行更多的研究。

Based on bibliometrics and social network analysis,this paper studies the content feature extraction and network evolution of enterprise innovation.Using CSSCI database of CNKI as data source,the sample literatures are mined by keyword co-occurrence and social network analysis and other methods.According to the annual number of published documents,it is divided into the following aspects for analysis:the number of phased periodical publication,keyword word frequency statistics,keyword co-occurrence coefficient,keyword network centrality.The number of papers published is on the rise,the research hotspots are different at each stage,and the characteristics of network structure are obvious.In the future,more research should be conducted on the relationship between enterprise financing,enterprise innovation capacity investment and enterprise innovation.